{"buyer_scenarios":[{"fit":"best_suited","scenario":"Investopedia (via deepseek): $19 for the first month, $79 per month thereafter, or a $79 one-time payment for 3 months of service. No contract; cancel anytime ."},{"fit":"best_suited","scenario":"MoneyLion (via grok): $99/month Standard, $119/month Premium, or $599 flat for 6 months Premium. Possible $45–49 setup fee. Month-to-month or 6-month satisfaction guarantee; no charge for current month on cancel ."},{"fit":"best_suited","scenario":"Credit Karma (via kimi): Monthly subscription reported at $79–$99 ."},{"fit":"best_suited","scenario":"Prospective homebuyers who want third-party assistance identifying potentially inaccurate or incomplete credit-report information before a mortgage application ."},{"fit":"not_best_suited","scenario":"Borrowers with a near-term mortgage deadline who need a lender-accepted rapid rescore or a guaranteed correction timeline. No platform verified such a capability ."},{"fit":"not_best_suited","scenario":"Consumers seeking only free guidance on disputing errors themselves. Direct disputes with bureaus and furnishers may be less expensive and preserve more control ."},{"fit":"not_best_suited","scenario":"Borrowers whose negative information is accurate and who primarily need debt reduction, budgeting, or mortgage underwriting advice. Credit repair cannot lawfully remove accurate, current, and verifiable negative…"},{"fit":"not_best_suited","scenario":"Buyers who need highly transparent, consistently published pricing and contract terms before signing ."}],"citations":{"source_mix":{"company_owned":8,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":10,"partial":2},"total_sources":12,"unique_domain_count":6},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Credit Repair Companies Before Applying for a Mortgage","unit":"platforms","value":5},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok"],"predicate":"final_consensus_rank","qualifier":"Pre-Mortgage Credit Report Review","subject":"The Credit People","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek","grok"],"predicate":"platform_mentions","qualifier":"out of 5","subject":"The Credit People","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-08","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"The Credit People","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-08","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"good","subject":"The Credit People","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-08","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"The Credit People","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-08","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"The Credit People","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"The Credit People","platform_mentions":2,"platform_share":0.4}],"identity":{"dataset_url":"https://creditconsensusindex.com/datasets/credit-repair/pre-mortgage-credit-report-review/the-credit-people.json","page_url":"https://creditconsensusindex.com/credit-repair/pre-mortgage-credit-report-review/the-credit-people","report_type":"fit_review","study_id":"CCI-STUDY-17D055B295FA","title":"The Credit People for Credit Repair Companies Before Applying for a Mortgage Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":5,"maximum_finalists":10,"minimum_mentions":2,"name":"Credit Consensus Index cross-platform AI consensus analysis","platforms_included":["deepseek","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-08 04:52:03.264991+00","research_date":"2026-09-08","source_snapshot_sha256":"bf09efe6c4489d11dc46805c53ff4e76c8e60744ce9bd2bdb4f1768ec7f7049c","verification_scope":"public_verification"},"questions":[{"id":"question-001","question":"Which specific plan should a mortgage-bound borrower evaluate?","section":"The Product, Model, Plan, or Service Most Relevant to Pre-Mortgage Credit Report Review","section_id":"the-product-model-plan-or-service-most-relevant-to-pre-mortgage-credit-report-review"},{"id":"question-002","question":"What does the plan include across the three bureaus?","section":"The Product, Model, Plan, or Service Most Relevant to Pre-Mortgage Credit Report Review","section_id":"the-product-model-plan-or-service-most-relevant-to-pre-mortgage-credit-report-review"},{"id":"question-003","question":"On which points did the platforms converge?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-004","question":"Is the three-bureau structure consistently confirmed?","section":"What the AI Platforms Agreed About","section_id":"what-the-ai-platforms-agreed-about"},{"id":"question-005","question":"How much do platform fit ratings diverge?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-006","question":"Which facts remain unresolved?","section":"Where the AI Platforms Disagreed or Were Uncertain","section_id":"where-the-ai-platforms-disagreed-or-were-uncertain"},{"id":"question-007","question":"What features matter most for a mortgage-bound borrower?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-008","question":"Which capabilities are confirmed versus merely advertised?","section":"Use-Case-Specific Features and Capabilities","section_id":"use-case-specific-features-and-capabilities"},{"id":"question-009","question":"What will the plan actually cost?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-010","question":"Are there setup fees or cancellation conditions?","section":"Pricing, Fees, Contracts, and Ongoing Costs","section_id":"pricing-fees-contracts-and-ongoing-costs"},{"id":"question-011","question":"When should a buyer choose a different path?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"},{"id":"question-012","question":"What alternatives fit specific situations better?","section":"When Another Option May Be Better","section_id":"when-another-option-may-be-better"}],"ranking":{"candidates_evaluated":19,"qualified_finalists":7,"ranking_unit":"Credit repair company and service plan"},"schema_version":4,"summary":"The Credit People is a mixed-to-uncertain fit for prospective homebuyers needing Pre-Mortgage Credit Report Review. Two of five platforms named it during the ranking stage (deepseek and grok), giving it a 40% platform share with an average listed rank of 2.0 and a best rank of 1. The strongest reason to consider it is its explicit three-bureau dispute structure, which aligns with mortgage lenders that pull all three reports. The main limitation is that no platform independently verified a mortgage-specific audit methodology, current pricing is inconsistent across sources, and the official…","target_buyer":"Prospective homebuyers with potential credit-report inaccuracies or unresolved negative reporting who want professional help before applying for a mortgage","topic":{"base_category":"Credit repair","category_criteria":["Mortgage-readiness focus","credit-report audit quality","dispute prioritization","realistic timelines","three-bureau support","progress tracking","pricing transparency","no misleading score guarantees"],"geography":"United States","slug":"best-credit-repair-companies-before-applying-for-a-mortgage","title":"Best Credit Repair Companies Before Applying for a Mortgage","use_case":"Pre-Mortgage Credit Report Review"}}